{"id":6731,"date":"2023-10-24T13:31:02","date_gmt":"2023-10-24T13:31:02","guid":{"rendered":"https:\/\/dailyai.com\/?p=6731"},"modified":"2023-10-24T13:31:02","modified_gmt":"2023-10-24T13:31:02","slug":"data-poisoning-tool-helps-artists-punish-ai-scrapers","status":"publish","type":"post","link":"https:\/\/dailyai.com\/da\/2023\/10\/data-poisoning-tool-helps-artists-punish-ai-scrapers\/","title":{"rendered":"Dataforgiftningsv\u00e6rkt\u00f8j hj\u00e6lper kunstnere med at straffe AI-skrabere"},"content":{"rendered":"

Forskere fra University of Chicago har udviklet et nyt v\u00e6rkt\u00f8j til at \"forgifte\" AI-modeller, n\u00e5r AI-virksomheder inkluderer billeder i deres datas\u00e6t uden samtykke.<\/strong><\/p>\n

Virksomheder som OpenAI og Meta har v\u00e6ret udsat for kritik og retssager p\u00e5 grund af deres omfattende skrabning af onlineindhold for at tr\u00e6ne deres modeller. Hvis tekst-til-billede-generatorer som DALL-E eller Midjourney skal v\u00e6re effektive, skal de tr\u00e6nes p\u00e5 store m\u00e6ngder visuelle data.<\/p>\n

En r\u00e6kke kunstnere<\/a> har klaget over, at disse billedgeneratorer nu er i stand til at producere billeder i deres stil efter at have scrapet deres kunst uden samtykke.<\/p>\n

Den Forskere skabte Nightshad<\/a>e, et v\u00e6rkt\u00f8j, der indlejrer usynlige pixels i et billede, som efterf\u00f8lgende g\u00f8r billedet \"giftigt\" for AI-modeller.<\/p>\n

Generativ AI er afh\u00e6ngig af korrekt m\u00e6rkede data. Hvis en AI-model er tr\u00e6net p\u00e5 tusindvis af billeder af katte, og alle billederne er m\u00e6rket \"kat\", s\u00e5 ved den, hvordan en kat skal se ud, n\u00e5r du beder den om at generere et billede af en.<\/p>\n

Nightshade indlejrer data i billedet, som \u00f8del\u00e6gger klassificeringen af billedet. S\u00e5 et billede af et slot, der er forgiftet af Nightshade, vil f.eks. blive klassificeret som en gammel lastbil. Forskerne fandt ud af, at det var effektivt at bruge s\u00e5 f\u00e5 som 100 billeder med en enkelt ledetr\u00e5d til at \u00f8del\u00e6gge en model.<\/p>\n

\"\"
Genererede billeder bliver mere og mere \u00f8delagte med flere forgiftede data. Kilde: arXiv<\/a><\/figcaption><\/figure>\n

Nightshade er d\u00e5rligt nyt for AI-billedgeneratorer<\/h2>\n

En model, der er p\u00e5virket af forgiftede data, kan komme til at tro, at billeder af kager er hatte, eller at br\u00f8dristere er h\u00e5ndtasker. Udover at korrumpere det specifikke ord, som Nightshade er ude efter, inficerer korruptionen ogs\u00e5 bredere begreber. S\u00e5 hvis man korrumperer ordet \"hund\", vil korruptionen ogs\u00e5 omfatte begreber som \"hvalp\".<\/p>\n

Hvis tilstr\u00e6kkeligt mange kunstnere begynder at bruge Nightshade, kan det f\u00e5 virksomheder til at v\u00e6re meget mere forsigtige med at f\u00e5 samtykke, f\u00f8r de tager billeder.<\/p>\n

Forskerteamet vil indarbejde Nightshade i Glaze-v\u00e6rkt\u00f8jet, som de ogs\u00e5 har udviklet. Glaze forvansker stilen p\u00e5 et billede. For eksempel kan en kunstner, der \u00f8nsker at beskytte stilen i sit v\u00e6rk, bruge Glaze til at m\u00e6rke det som \"impressionistisk\", n\u00e5r det i virkeligheden er \"pop art\".<\/p>\n

Det faktum, at v\u00e6rkt\u00f8jer som Nightshade fungerer s\u00e5 effektivt, fremh\u00e6ver en S\u00e5rbarhed<\/a> i tekst-til-billede-generatorer, som kan udnyttes af ondsindede akt\u00f8rer.<\/p>\n

Virksomheder som OpenAI og Stability AI siger, at de vil respektere Fravalg af 'ikke scrape'<\/a> som hjemmesider kan tilf\u00f8je til deres robots.txt-filer. Hvis de billeder, der er forgiftet af Nightshade, ikke bliver scrapet, forbliver modellerne up\u00e5virkede.<\/p>\n

Men ondsindede akt\u00f8rer kan forgifte en stor m\u00e6ngde billeder og g\u00f8re dem tilg\u00e6ngelige for scraping med det form\u00e5l at skade AI-modeller. Den eneste m\u00e5de at komme uden om det p\u00e5 er med bedre m\u00e6rkningsdetektorer eller menneskelig gennemgang<\/a>.<\/p>\n

Nightshade vil f\u00e5 kunstnere til at f\u00f8le sig lidt mere trygge ved at l\u00e6gge deres indhold p\u00e5 nettet, men kan skabe alvorlige problemer for AI-billedgeneratorer.<\/p>","protected":false},"excerpt":{"rendered":"

Forskere fra University of Chicago har udviklet et nyt v\u00e6rkt\u00f8j til at \"forgifte\" AI-modeller, n\u00e5r AI-virksomheder inkluderer billeder i deres datas\u00e6t uden samtykke. Virksomheder som OpenAI og Meta har v\u00e6ret udsat for kritik og retssager p\u00e5 grund af deres omfattende skrabning af onlineindhold for at tr\u00e6ne deres modeller. For at tekst-til-billede-generatorer som DALL-E eller Midjourney skal v\u00e6re effektive, skal de tr\u00e6nes p\u00e5 store m\u00e6ngder visuelle data. En r\u00e6kke kunstnere har klaget over, at disse billedgeneratorer nu er i stand til at producere billeder i deres stil efter at have scrapet deres kunst uden samtykke. Forskerne skabte Nightshade, et v\u00e6rkt\u00f8j, der indlejrer usynlige<\/p>","protected":false},"author":6,"featured_media":6218,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[165],"class_list":["post-6731","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-image-generation"],"yoast_head":"\nData poisoning tool helps artists punish AI scrapers | DailyAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/da\/2023\/10\/data-poisoning-tool-helps-artists-punish-ai-scrapers\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data poisoning tool helps artists punish AI scrapers | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Researchers from the University of Chicago developed a new tool to \u201cpoison\u201d AI models when AI companies include images in their datasets without consent. 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